The arrest reportedly occurred this weekend in Connecticut after they were involved in an argument of some sort at their home.

They were apparently taken into custody and charged with disorderly conduct. It's unknown why they were fighting, but cops were apparently called to the scene on Saturday night after things got heated.

Paul and Edie (of the band New Bohemians) have been married for 22 years and have three children together.